{"id":"https://openalex.org/W2808440041","doi":"https://doi.org/10.24963/ijcai.2018/629","title":"Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm","display_name":"Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2808440041","doi":"https://doi.org/10.24963/ijcai.2018/629","mag":"2808440041"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2018/629","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/629","pdf_url":"https://www.ijcai.org/proceedings/2018/0629.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2018/0629.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100716372","display_name":"Rui Yan","orcid":"https://orcid.org/0000-0002-3356-6823"},"institutions":[{"id":"https://openalex.org/I80293557","display_name":"University of Computer Studies Yangon","ror":"https://ror.org/019ad8130","country_code":"MM","type":"education","lineage":["https://openalex.org/I80293557"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]}],"countries":["CN","MM"],"is_corresponding":true,"raw_author_name":"Rui Yan","raw_affiliation_strings":["Beijing Institute of Big Data Research","Institute of Computer Science and Technology (ICST), Peking University"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Big Data Research","institution_ids":["https://openalex.org/I4210096250"]},{"raw_affiliation_string":"Institute of Computer Science and Technology (ICST), Peking University","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I80293557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037132097","display_name":"Dongyan Zhao","orcid":"https://orcid.org/0000-0002-0396-6703"},"institutions":[{"id":"https://openalex.org/I80293557","display_name":"University of Computer Studies Yangon","ror":"https://ror.org/019ad8130","country_code":"MM","type":"education","lineage":["https://openalex.org/I80293557"]},{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN","MM"],"is_corresponding":false,"raw_author_name":"Dongyan Zhao","raw_affiliation_strings":["Beijing Institute of Big Data Research","Institute of Computer Science and Technology (ICST), Peking University"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Big Data Research","institution_ids":["https://openalex.org/I4210096250"]},{"raw_affiliation_string":"Institute of Computer Science and Technology (ICST), Peking University","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I80293557"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100716372"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210096250","https://openalex.org/I80293557"],"apc_list":null,"apc_paid":null,"fwci":2.2001,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.90574548,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4525","last_page":"4531"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.8607020378112793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.829330563545227},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7411715984344482},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5180790424346924},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4301433861255646},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4172290563583374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.406047523021698},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.07785722613334656},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07305249571800232}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.8607020378112793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.829330563545227},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7411715984344482},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5180790424346924},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4301433861255646},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4172290563583374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.406047523021698},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.07785722613334656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07305249571800232},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2018/629","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/629","pdf_url":"https://www.ijcai.org/proceedings/2018/0629.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2018/629","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/629","pdf_url":"https://www.ijcai.org/proceedings/2018/0629.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5899999737739563,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1833441628","display_name":null,"funder_award_id":"08040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2602370256","display_name":null,"funder_award_id":"2017YFC0804001","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G466649759","display_name":null,"funder_award_id":"2017Y","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5053610798","display_name":null,"funder_award_id":"2017YFC","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6449033798","display_name":null,"funder_award_id":"NSFC No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8340078520","display_name":null,"funder_award_id":"2017YF","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8874090203","display_name":null,"funder_award_id":"61672058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320333993","display_name":"Microsoft Research Asia","ror":"https://ror.org/0300m5276"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808440041.pdf","grobid_xml":"https://content.openalex.org/works/W2808440041.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1518951372","https://openalex.org/W2096145771","https://openalex.org/W2102531443","https://openalex.org/W2128892113","https://openalex.org/W2130942839","https://openalex.org/W2251235149","https://openalex.org/W2265289447","https://openalex.org/W2339852062","https://openalex.org/W2470875822","https://openalex.org/W2561368124","https://openalex.org/W2581637843","https://openalex.org/W2584220694","https://openalex.org/W2739634080","https://openalex.org/W2757121784","https://openalex.org/W2787911506","https://openalex.org/W2951359136","https://openalex.org/W2951529591","https://openalex.org/W2962883855","https://openalex.org/W2962906443","https://openalex.org/W2963167310","https://openalex.org/W2963206148","https://openalex.org/W2963407669","https://openalex.org/W2963963856","https://openalex.org/W2963986868","https://openalex.org/W2964165364","https://openalex.org/W2964352131","https://openalex.org/W4206827264","https://openalex.org/W4300125564"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W3196817267","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W1976600725","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071","https://openalex.org/W4385572368"],"abstract_inverted_index":{"Conversational":[0],"systems":[1],"are":[2],"becoming":[3],"more":[4,6],"and":[5,37,143],"promising":[7],"by":[8,40],"playing":[9],"an":[10],"important":[11],"role":[12],"in":[13],"human-computer":[14,33,59],"communications.":[15],"A":[16],"conversational":[17,53,60,72],"system":[18,73],"is":[19,35,104],"supposed":[20],"to":[21,24,43,57,83,137],"be":[22],"intelligent":[23],"enable":[25],"human-like":[26],"interactions.":[27],"The":[28],"long-term":[29],"goal":[30],"of":[31,46,52,81,155],"smart":[32],"conversations":[34],"challenging":[36],"heavily":[38],"driven":[39],"data.":[41],"Thanks":[42],"the":[44,107,112,129,140,144,148,153,156],"prosperity":[45],"Web":[47],"2.0,":[48],"a":[49,63,68,70,76,92,102,133],"large":[50],"volume":[51],"data":[54],"become":[55],"available":[56],"establish":[58],"systems.":[61],"Given":[62],"human":[64],"issued":[65],"message,":[66],"namely":[67],"query,":[69],"traditional":[71],"would":[74],"provide":[75],"response":[77,100,141],"after":[78],"proper":[79],"training":[80],"how":[82],"respond":[84],"like":[85],"humans.":[86],"In":[87],"this":[88],"paper,":[89],"we":[90,131,151],"propose":[91,132],"new":[93,113,157],"paradigm":[94],"for":[95],"neural":[96,158],"generative":[97,159],"conversations:":[98],"smarter":[99],"with":[101],"suggestion":[103,145],"provided":[105],"given":[106],"query.":[108],"We":[109],"assume":[110],"that":[111],"conversation":[114,160],"mode":[115],"which":[116],"proactively":[117],"introduces":[118],"contents":[119],"as":[120],"next":[121],"utterances,":[122],"keeping":[123],"user":[124],"actively":[125],"engaged.":[126],"To":[127],"address":[128],"task,":[130],"novel":[134],"integrated":[135],"model":[136],"handle":[138],"both":[139],"generation":[142],"generation.":[146],"From":[147],"experimental":[149],"results,":[150],"verify":[152],"effectiveness":[154],"paradigm.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}